Abstract

Eukaryotes, including the unicellular eukaryotes such as yeasts, employ multiple levels of gene regulation. Regulation of chromatin structure through chromatin compaction cascades, and influenced by transcriptional insulators, might play a role in the coordinated regulation of genes situated at adjacent loci and expressed as a co-regulated cluster. Subtelomeric gene silencing, which has previously been described in the yeast Saccharomyces cerevisiae, is an example of this phenomenon. Transcription from a common regulatory element located around a shared intergenic region is another factor that could coordinate the transcription of genes at adjacent loci. Additionally, the presence of DNA binding sites for the same transcription factor may coordinate expression of multiple genes. Yeasts such as the industrially important Kluyveromyces marxianus may also display these modes of regulation, but this has not been explored to date. An exploration was done using a complete genome and RNA-seq data from a previous study of the transcriptional response to glucose or xylose as the carbon source in a defined culture medium, and investigating whether the species displays clusters of co-localised differentially expressed genes. Regions of possible subtelomeric silencing were evident, but were non-responsive to the carbon sources tested here. Additionally, glucose or xylose responsive clusters were discovered far from telomeres which contained some of the most significantly differentially expressed genes, encoding enzymes involved in the utilisation of alternative carbon sources such as the industrially important inulinase gene INU1. These clusters contained putative binding sites for the carbon source responsive transcription factors Mig1 and Adr1. Additionally, we investigated the potential contribution of common intergenic regions in co-regulation. Some observations were also made in terms of the evolutionary conservation of these clusters among yeast species and the presence of potential transcriptional insulators at the periphery of these clusters.

Highlights

  • MethodsK. marxianus UFS-2791 was cultivated in aerobic shake flasks at 35 ̊C in a chemically defined medium containing glucose or xylose as carbon substrate

  • It is known that in Saccharomyces cerevisiae multiple levels of gene regulation exist

  • The genomic context of complete chromosomes provided another route of exploration of RNA-seq data in the differential expression response of K. marxianus UFS-Y2791 to glucose

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Summary

Methods

K. marxianus UFS-2791 was cultivated in aerobic shake flasks at 35 ̊C in a chemically defined medium containing glucose or xylose as carbon substrate. RNA was extracted in mid-exponential phase [15]. RNA-seq reads from K. marxianus UFS-Y2791 from previous work [15] were mapped to the complete genome of K. marxianus DMKU3-1042 [14] using TopHat2 [18, 19] in Galaxy [20]. The genome annotation file (.gff3) for strain DMKU3-1042 was used for the analysis to serve as quantitation window for differential expression testing in CuffDiff [21]. Alignment pile-ups were converted to intervals using the Pileup-to-Interval tool in SAM Tools [22] as implemented in Galaxy. Throughout, up-regulation refers to genes that were up-regulated in the xylose medium compared to the glucose medium

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